Artificial Intelligence Applications in Aeronautical and Aerospace Engineering

19Performance Analysis and Optimization of Eppler-398 Unmanned Aerial Vehicle Using Machine Learning Techniques

R. Manikandan¹*, A. Parthiban², T. Gopalakrishnan² and Mandeep Singh³

¹ Department of Mechanical Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, India

² Department of Mechanical Engineering, Vels Institute of Science, Technology & Advanced Studies, Pallavaram, Chennai, India

³ School of Mechanical and Mechatronic Engineering, Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW, Australia

Abstract

The main objective of the research paper is to analyze and optimize the performance of uncrewed aerial vehicles (UAVs) using artificial intelligence. The paper concentrates on the meticulous examination of each component of the UAV and subsequently compares its characteristics to preexisting data. The Eppler-398 airfoil has been chosen as a foundation for developing an inflatable airfoil, incorporating certain alterations to enhance its aerodynamic performance and augment its lift capabilities. The primary objective of the research is to facilitate improved flow control and the generation of lift through the utilization of an inflatable airfoil. Additionally, the paper brings attention to the potential of UAVs in networking and communication systems, proposing their integration to amplify the exposure and capacity of traditional networks. Regardless, a thorough analysis ...